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Senior QA / ML Tester

EPAM Systems

Remote · PolandSalary not disclosedfull-timeEPAM Systems Careers (remote abroad)

We are looking for a Senior QA / ML Tester to join the AI Platform team and take ownership of quality assurance for the Agent Evaluation Framework built on AWS AgentCore. This role involves designing, implementing, and maintaining a functional test suite that validates the correctness of AI agent evaluation pipelines — covering on-demand integration testing, online sampling accuracy, and multi-evaluator execution — and delivering a feasibility assessment for non-AgentCore runtime evaluation scenarios.

Responsibilities

  • Design and implement a functional test suite for the AWS AgentCore Evaluation API using pytest, covering known-good / known-bad session pair validation, multi-evaluator execution correctness, and edge case handling
  • Develop and maintain integration tests for on-demand evaluation mode, integrated into the CI/CD pipeline with automated execution on each build
  • Validate online mode sampling accuracy, design test scenarios, define acceptance criteria, and report deviations with reproducible evidence
  • Conduct and document a feasibility assessment for non-AgentCore runtime evaluation: analyze alternative runtimes, define evaluation methodology, and deliver a structured findings report
  • Test OpenTelemetry trace-based evaluation inputs and validate ADOT trace ingestion, trace structure correctness, and evaluator input integrity
  • Collaborate with platform engineers to clarify evaluation contracts, reproduce defects, and align on quality gates
  • Maintain test documentation, including test plans, test reports, defect logs, and evaluation feasibility artifacts in Confluence/Jira
  • Participate in Agile ceremonies, including sprint planning, daily standups, demos, and retrospectives
  • Contribute to EngX practices such as code review of test scripts, CI/CD pipeline integration, and test coverage reporting

Languages

    Work format
    Remote
    Seniority
    Senior
    Posted
    29 Sept 2026
    Last verified
    In the last 5 days

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